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Goodness-Of-Fit Test for Nonparametric Regression Models: Smoothing Spline ANOVA Models as Example

Nonparametric regression models do not require the specification of the functional form between the outcome and the covariates. Despite their popularity, the amount of diagnostic statistics, in comparison to their parametric counter-parts, is small. We propose a goodness-of-fit test for nonparametri...

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Vydáno v:Comput Stat Data Anal
Hlavní autoři: Teran Hidalgo, Sebastian J., Wu, Michael C., Engel, Stephanie M., Kosorok, Michael R.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5983390/
https://ncbi.nlm.nih.gov/pubmed/29867285
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csda.2018.01.004
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